Know Your Agent: Banks Brace for AI‑Driven Compliance
Financial institutions are expanding their compliance focus from customers to autonomous AI agents that can conduct transactions. Ant Digital Technologies, Mastercard, Visa, and regulators are developing a 'know your agent' framework to ensure accountability and stability in payment systems.
By Felo News Desk · Published
Financial firms have long relied on "know your customer" (KYC) rules to safeguard transactions. But the rise of autonomous AI agents that can shop, pay, and negotiate on behalf of users is forcing banks to rethink their compliance models. The new focus—"know your agent"—was underscored by Zhuoqun Bian, president of Ant Digital Technologies, at the Fortune Leaders Forum in Macau on September 8.
Why AI Agents Are a Game‑Changer
According to a January McKinsey report, AI agents could drive up to $5 trillion in global consumer spending by 2030. These agents, powered by machine learning and natural‑language interfaces, can autonomously browse product listings, compare prices, and complete purchases without human intervention. While the potential for convenience and efficiency is immense, the lack of clear ownership and accountability poses significant risks for financial institutions.
Unlike human customers, AI agents do not have a fixed identity. They may be created by third‑party developers, operate under corporate accounts, or be embedded in digital wallets and marketplaces. This ambiguity makes it difficult for banks to verify the source of a transaction, assess risk, and comply with anti‑money‑laundering (AML) regulations.
Ant Group’s Call for a New Framework
Bian warned that “in the agent economy, you need to know your agents. Who’s the agent? Who does it belong to? Who authorized it?” She emphasized that existing payment infrastructure was designed for human users and will require significant upgrades to handle the unique characteristics of AI agents.
On September 6, Ant International—Ant Group’s global payments arm—announced a collaboration with Mastercard and Visa to develop a "know your agent" interoperability framework. The goal is to enable card networks, digital wallets, and marketplaces to recognize and verify trusted AI agents across ecosystems. The initiative will be coordinated through BuildFin.ai, an industry platform convened by the Monetary Authority of Singapore (MAS), the city‑state’s central bank.
Regulators Highlight the Risks
In an April note, the International Monetary Fund (IMF) highlighted the inherent unpredictability of AI agents. Because these systems are probabilistic and adaptive, the same prompt can produce different outputs, whereas payment rails require consistent, deterministic responses. The IMF stressed that payment networks, from card systems to real‑time gross settlement (RTGS) platforms, rely on predictable rules, legal certainty, and clear accountability to maintain trust and financial stability.
These concerns are echoed by banking leaders. Benson Wong, managing director and head of digital at JPMorgan Private Bank, noted that while he had never witnessed an agent failure, the real issues arise from the operating model, processes, and compliance controls. He warned that the cost of an agent error scales with its autonomy, potentially leading to widespread financial disruptions.
What Banks Must Do Now
- Establish clear ownership lines for AI agents, identifying developers, owners, and authorized users.
- Integrate agent verification into existing KYC and AML workflows, ensuring that every transaction can be traced back to a verified entity.
- Develop standardized protocols for agent behavior, including fallback mechanisms when an agent deviates from expected actions.
- Collaborate with industry consortia like BuildFin.ai to adopt interoperable agent‑verification standards across card networks and digital wallets.
- Invest in monitoring tools that can detect anomalous agent activity and trigger rapid response procedures.
As the payment landscape evolves, banks that proactively adapt to the "know your agent" paradigm will be better positioned to mitigate fraud, maintain regulatory compliance, and protect consumer trust. The next few months will see the rollout of pilot programs, regulatory guidance updates, and industry‑wide testing of agent‑verification protocols.
Looking Ahead
While the concept of AI agents is still emerging, the potential impact on global commerce is undeniable. Regulatory bodies, payment networks, and financial institutions are already collaborating to create a robust framework that balances innovation with security. The outcome of these efforts will shape how AI agents are integrated into everyday transactions and how banks manage the associated risks.
In the near term, institutions will need to monitor developments closely, engage with standards bodies, and prepare internal systems for the inevitable influx of AI‑driven commerce. The future of payments may well hinge on how well banks can "know their agents" before they know their customers.
Key facts
- AI agents may drive $5 trillion in spending by 2030
- Banks must verify agent ownership and authorization
- Ant Group, Mastercard, and Visa are building a "know your agent" framework
- The IMF warns that AI unpredictability clashes with payment system stability
- Banks need new protocols and monitoring tools for agent transactions
Why it matters
AI agents could soon control trillions of dollars in spending, and without proper verification, banks risk fraud, regulatory breaches, and loss of consumer trust.
Frequently asked questions
What is a "know your agent" framework?
It is a set of standards and verification processes that allow payment networks and financial institutions to identify, authenticate, and monitor autonomous AI agents that conduct transactions on behalf of users.
How will banks verify an AI agent?
Banks will use a combination of digital certificates, developer credentials, and transaction‑level metadata to trace each agent back to a verified owner or developer.
Will consumers need to change how they use digital wallets?
Consumers may need to grant permissions for AI agents to act on their behalf, but the core wallet experience should remain similar, with added verification steps.
Sources
- [1] fortune.com — originally reported as “'Know your agent': Banks face a new compliance challenge as AI agents shop and pay on their own”
